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Multiloss Function Based Deep Convolutional Neural Network for Segmentation of Retinal Vasculature into Arterioles and Venules

The arterioles and venules (AV) classification of retinal vasculature is considered as the first step in the development of an automated system for analysing the vasculature biomarker association with disease prognosis. Most of the existing AV classification methods depend on the accurate segmentati...

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Vydáno v:Biomed Res Int
Hlavní autoři: Badawi, Sufian A., Fraz, Muhammad Moazam
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6487175/
https://ncbi.nlm.nih.gov/pubmed/31111055
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2019/4747230
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